stephenjkaplan/mta-data-analysis

Exploratory Data Analysis of MTA Turnstile data.

MTA Data Analysis

Description

Exploratory Data Analysis of New York Metropolitan Transit Authority (MTA) subway turnstile data. The goal of this project was to provide recommendations to a fictional organization wishing to improve their strategy for handing out fliers at subway stations.

Data Sources

• MTA Turnstile Data
• NYC Transit Subway Entrance & Exit Data

File Contents

• Data Acquisition & Cleaning.ipynb contains all loading and cleaning of data.
• Data Analysis & Visualization.ipynb contains all analysis and visualization.
• data_cleaning_utilities.py contains functions used in support Data Acquisition & Cleaning.ipynb
• data_visualization_utilities.py contains functions used in Data Analysis & Visualization.ipynb

The Data Acquisition/Cleaning notebook should be run before the Data Analysis/Visualization notebook.

Dependencies

• Python 3.6 (and above)
• pandas
• numpy
• matplotlib
• plotly 4.0.0 and above

Contributors:

• Stephen Kaplan ([email protected])
• Mark Funke ([email protected])
• Michael Paig ([email protected])
• Paul Chung ([email protected])